statisticsdata-analysisbias Simpson's Paradox: When Your Data Tells Two Opposite Stories How Simpson's Paradox can make your data analysis completely backwards and why aggregated statistics are hiding the truth. C. Pearson · April 13, 2026 · 4 min read